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The Deep Learning Revolution (Sejnowski Terrence J.)(Pevná vazba)
This is the first rigorous, self-contained treatment of the theory of deep learning. Aimed at scientists, instructors, and students interested in artificial intelligence and deep learning, it demonstrates many applications in physics, chemistry, and biomedicine. It includes a full set of exercises
An introduction to a broad range of topics in deep learning, covering mathematical and conceptual background, deep learning techniques used in industry, and research perspectives.'Written by three experts in the field, Deep Learning is the only comprehensive book on the subject.'--Elon Musk,
Linear algebra and the foundations of deep learning, together at last From Professor Gilbert Strang, acclaimed author of Introduction to Linear Algebra, comes Linear Algebra and Learning from Data, the first textbook that teaches linear algebra together with deep learning and neural nets. This
Take a deep dive into deep learning Deep learning provides the means for discerning patterns in the data that drive online business and social media outlets. Deep Learning for Dummies gives you the information you need to take the mystery out of the topic--and all of the underlying technologies
Brings together the original technical drawings from deep within the Lucasfilm Archives. Combined with commentary from J W Rinzler, this collection maps in precise, vivid, and intricate detail the genesis of one of the most enduring onscreen stories. It features: more than 250 blueprints; 500
Tobias Hawke was the tech genius boss of the British Institute for Deep Learning. Now his body has been found in his lab: he has been brutally murdered. Hawke was on the brink of an astonishing breakthrough in the field of Artificial Intelligence. His creation, 'Syd,' a machine-learning device that
The fundamental algorithms in data mining and machine learning form the basis of data science, utilizing automated methods to analyze patterns and models for all kinds of data in applications ranging from scientific discovery to business analytics. This textbook for senior undergraduate and
Summary Deep Learning with R introduces the world of deep learning using the powerful Keras library and its R language interface. The book builds your understanding of deep learning through intuitive explanations and practical examples. Purchase of the print book includes a free eBook in PDF,
A classic and indispensable account of graphic design history from the Industrial Revolution to the present Now in its third edition, this acclaimed survey explores the evolution of graphic design from the 19th century to the present day. Following an exploration of design's prehistory in ancient
Summary Deep Learning and the Game of Go teaches you how to apply the power of deep learning to complex reasoning tasks by building a Go-playing AI. After exposing you to the foundations of machine and deep learning, you'll use Python to build a bot and then teach it the rules of the game. Foreword
Jeanette Winterson retells 'Hansel and Gretel'. 'Deep in the wood'Greta lives with her brother Hansel on the edge of a great forest - a forest in danger of destruction. GreedyGuts, their aunt, doesn't appreciate Hansel and Greta's plans to replant trees and save the
A quiet revolution is sweeping across US colleges and universities. As schools rethink how students learn - both inside and outside the classroom - technology is changing not only what should be taught but how best to teach it. From active learning and inclusive pedagogy to online and hybrid
Brandeis University is the United States' only Jewish-sponsored nonsectarian university, and while only being established after World War II, it has risen to become one of the most respected universities in the nation. The faculty and alumni of the university have made exceptional contributions to
Platonism has played a central role in Christianity and is essential to a deep understanding of the Christian theological tradition. At times, Platonism has constituted an essential philosophical and theological resource, furnishing Christianity with an intellectual framework that has played a key
This new textbook seeks to promote a deep yet accessible understanding of mesoscale-convective processes in the atmosphere. Mesoscale-convective processes are commonly manifested in the form of thunderstorms, which are fast evolving, inherently hazardous, and can assume a broad range of sizes and
The Big Picture in a MiniBook! Kagan Cooperative Learning Structures have revolutionized the way tens of thousands of teachers
Deep learning is revolutionizing how machine translation systems are built today. This book introduces the challenge of machine translation and evaluation - including historical, linguistic, and applied context -- then develops the core deep learning methods used for natural language applications
Engage the World Change the World Deep Learning has claimed the attention of educators and policymakers around the world. This book not only defines what deep learning is, but takes up the question of how to mobilize complex, whole-system change and transform learning for all students. Deep